Age
float64
3
82
Duration(Sec)
int64
3
2.46k
CC Contact Freq
int64
1
42
Days Since PC
int64
0
120
PC Contact Freq
int64
0
5
Job
stringclasses
12 values
Marital Status
stringclasses
4 values
Education
stringclasses
6 values
Defaulter
stringclasses
3 values
Home Loan
stringclasses
3 values
Personal Loan
stringclasses
3 values
Communication Type
stringclasses
2 values
Last Month Contacted
stringclasses
10 values
Day of Week
stringclasses
5 values
PC Outcome
stringclasses
3 values
prediction
int64
0
1
29
1,051
2
0
0
services
married
professional.course
no
no
no
cellular
may
thu
nonexistent
1
26
115
2
0
1
admin.
single
university degree
no
yes
no
cellular
apr
thu
failure
0
49
158
1
0
0
blue-collar
married
experience
no
yes
no
telephone
aug
thu
nonexistent
0
32
334
2
0
0
blue-collar
married
experience
no
no
no
cellular
apr
fri
nonexistent
0
38
272
1
0
0
blue-collar
divorced
high school
no
yes
no
cellular
may
thu
nonexistent
0
50
112
2
0
0
admin.
married
experience
no
yes
yes
telephone
may
tue
nonexistent
0
59
203
1
4
1
admin.
divorced
professional.course
no
unknown
unknown
cellular
aug
tue
success
0
36
255
3
0
0
services
single
experience
unknown
no
no
telephone
jun
mon
nonexistent
0
39
598
2
0
2
services
married
high school
no
no
no
cellular
apr
thu
failure
0
44
65
1
0
1
management
married
professional.course
no
no
no
cellular
apr
fri
failure
0
41
281
3
0
0
blue-collar
married
experience
no
yes
no
telephone
jul
tue
nonexistent
0
51
436
3
0
0
blue-collar
married
Others
unknown
yes
no
telephone
may
fri
nonexistent
0
34
442
3
0
0
technician
divorced
professional.course
no
no
no
telephone
jun
mon
nonexistent
0
38
128
2
0
0
blue-collar
divorced
experience
no
no
no
cellular
jul
fri
nonexistent
0
36
76
1
0
0
technician
divorced
professional.course
no
yes
no
cellular
aug
wed
nonexistent
0
40
405
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
thu
nonexistent
0
46
365
3
0
0
technician
divorced
professional.course
unknown
yes
no
telephone
jun
fri
nonexistent
0
30
317
3
0
0
admin.
single
university degree
no
yes
yes
cellular
jul
mon
nonexistent
0
60
398
4
0
0
retired
divorced
high school
unknown
yes
no
telephone
may
wed
nonexistent
0
38
375
5
0
0
self-employed
single
experience
unknown
yes
yes
telephone
jun
fri
nonexistent
0
56
307
1
0
0
blue-collar
single
experience
unknown
no
yes
cellular
nov
tue
nonexistent
0
49
108
1
0
0
blue-collar
married
high school
unknown
yes
no
cellular
nov
mon
nonexistent
0
52
54
1
0
0
technician
married
experience
no
yes
no
cellular
nov
tue
nonexistent
0
55
95
1
0
0
services
married
high school
no
no
no
cellular
may
fri
nonexistent
0
59
560
9
0
0
retired
married
professional.course
no
no
no
telephone
may
wed
nonexistent
0
59
73
1
0
0
retired
married
Others
no
yes
no
cellular
aug
fri
nonexistent
0
36
52
2
0
0
blue-collar
married
high school
no
no
no
cellular
nov
thu
nonexistent
0
57
178
2
0
0
management
married
Others
no
no
no
cellular
jul
wed
nonexistent
0
35
386
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
mon
nonexistent
0
33
143
2
0
1
admin.
single
university degree
no
yes
no
cellular
apr
mon
failure
0
53
124
2
0
0
retired
married
professional.course
no
no
no
cellular
jul
fri
nonexistent
0
71
78
2
5
1
self-employed
married
university degree
no
yes
no
cellular
apr
thu
success
0
23
17
4
0
0
admin.
single
Others
no
yes
no
telephone
may
fri
nonexistent
0
56
67
6
0
1
housemaid
divorced
high school
no
yes
no
cellular
nov
thu
failure
0
35
324
2
0
0
blue-collar
single
experience
no
yes
no
cellular
jul
fri
nonexistent
0
60
627
2
6
1
unemployed
married
experience
no
no
no
cellular
nov
thu
success
1
25
324
1
0
0
blue-collar
single
experience
no
no
no
telephone
may
fri
nonexistent
0
43
323
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
thu
nonexistent
0
32
216
2
0
1
technician
single
university degree
no
no
no
cellular
may
fri
failure
0
48
113
2
0
0
technician
married
professional.course
unknown
no
no
cellular
jul
tue
nonexistent
0
39
86
1
0
0
admin.
married
university degree
no
yes
no
telephone
may
fri
nonexistent
0
49
504
1
0
0
blue-collar
married
experience
unknown
yes
yes
cellular
apr
thu
nonexistent
0
38
605
1
0
0
admin.
married
high school
no
no
no
telephone
jun
thu
nonexistent
0
30
180
1
0
0
technician
divorced
professional.course
no
no
no
cellular
jul
wed
nonexistent
0
36
705
1
0
0
unemployed
divorced
professional.course
unknown
yes
no
telephone
may
fri
nonexistent
0
32
299
1
0
0
admin.
married
university degree
no
yes
yes
telephone
jun
tue
nonexistent
0
43
135
6
0
1
blue-collar
married
experience
no
yes
yes
cellular
may
wed
failure
0
31
436
1
0
0
blue-collar
married
high school
no
no
no
cellular
nov
wed
nonexistent
0
31
131
1
0
1
technician
single
experience
unknown
yes
yes
cellular
nov
wed
failure
0
44
117
1
0
0
technician
divorced
university degree
unknown
no
no
cellular
aug
tue
nonexistent
0
39
164
1
0
0
housemaid
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
29
136
2
0
0
student
married
high school
no
no
yes
telephone
jun
tue
nonexistent
0
35
79
1
0
0
technician
single
university degree
no
yes
no
cellular
apr
mon
nonexistent
0
46
124
3
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
fri
nonexistent
0
54
155
2
0
0
technician
divorced
university degree
no
no
yes
telephone
may
thu
nonexistent
0
23
198
2
0
1
technician
single
high school
no
no
no
cellular
may
thu
failure
0
27
27
1
0
0
technician
single
professional.course
no
yes
no
telephone
may
fri
nonexistent
0
49
97
1
0
0
technician
single
university degree
unknown
no
no
telephone
jul
mon
nonexistent
0
31
344
4
0
0
admin.
married
university degree
unknown
no
no
cellular
may
thu
nonexistent
0
61
183
5
0
0
admin.
married
university degree
no
yes
no
cellular
apr
wed
nonexistent
0
34
79
2
0
0
management
single
university degree
no
yes
yes
cellular
nov
tue
nonexistent
0
50
36
1
0
0
management
divorced
high school
no
no
no
cellular
jul
tue
nonexistent
0
35
159
3
0
0
admin.
married
high school
no
yes
no
cellular
may
tue
nonexistent
0
24
243
6
0
0
admin.
single
high school
no
yes
no
telephone
may
mon
nonexistent
0
52
166
2
0
0
technician
married
experience
no
yes
no
telephone
jun
thu
nonexistent
0
44
191
1
0
0
entrepreneur
married
university degree
no
no
no
cellular
nov
thu
nonexistent
0
55
86
7
0
0
entrepreneur
divorced
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
58
147
1
6
1
housemaid
single
professional.course
no
no
no
cellular
apr
mon
success
1
36
191
2
0
1
blue-collar
married
experience
no
no
no
telephone
may
fri
failure
0
32
286
1
0
0
blue-collar
single
experience
no
yes
no
cellular
may
tue
nonexistent
0
31
202
7
0
0
technician
single
professional.course
no
unknown
unknown
cellular
aug
mon
nonexistent
0
36
530
1
0
0
admin.
single
university degree
unknown
yes
no
cellular
may
wed
nonexistent
0
33
112
4
0
0
blue-collar
married
experience
no
yes
yes
telephone
jun
wed
nonexistent
0
38
96
2
0
0
services
single
high school
no
no
no
telephone
jul
fri
nonexistent
0
48
274
2
0
0
admin.
divorced
experience
no
yes
no
telephone
may
fri
nonexistent
0
44
295
1
0
0
admin.
single
high school
no
no
no
telephone
jun
wed
nonexistent
0
44
18
4
0
0
technician
single
professional.course
no
yes
no
cellular
nov
fri
nonexistent
0
32
242
1
0
0
technician
single
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
33
51
7
0
0
technician
married
professional.course
no
yes
no
cellular
nov
thu
nonexistent
0
42
33
2
0
0
technician
single
university degree
no
yes
no
cellular
may
mon
nonexistent
0
36
283
1
0
0
admin.
divorced
university degree
unknown
yes
yes
cellular
aug
wed
nonexistent
0
29
134
2
0
1
blue-collar
single
high school
no
yes
no
cellular
may
mon
failure
0
3
3
3
3
3
admin.
married
experience
no
yes
yes
cellular
may
thu
nonexistent
0
4
4
3
3
3
admin.
married
experience
no
yes
yes
cellular
may
thu
nonexistent
0
3
390
3
3
3
admin.
married
experience
no
yes
yes
cellular
may
thu
success
1
3
39
3
3
3
admin.
married
experience
no
yes
yes
cellular
may
thu
success
0
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
56
135
3
0
0
services
married
high school
unknown
no
no
telephone
may
tue
nonexistent
0
26
11
8
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
fri
nonexistent
0
30
711
1
0
0
management
married
university degree
no
no
no
cellular
oct
wed
nonexistent
1
57
222
2
0
0
management
divorced
university degree
no
no
no
telephone
may
mon
nonexistent
0
56
246
3
0
0
retired
divorced
experience
no
no
no
telephone
may
tue
nonexistent
0
49
289
2
0
0
management
divorced
university degree
unknown
no
yes
telephone
may
wed
nonexistent
0
39
651
23
0
0
blue-collar
married
experience
no
no
no
telephone
may
thu
nonexistent
0
34
638
1
0
0
admin.
married
high school
no
no
no
telephone
jun
wed
nonexistent
0
52
213
1
0
0
admin.
divorced
university degree
no
no
no
cellular
nov
tue
nonexistent
0
59
780
1
0
0
retired
single
professional.course
unknown
yes
no
telephone
jul
thu
nonexistent
0
31
131
1
0
1
technician
single
experience
unknown
yes
yes
cellular
nov
wed
failure
0
48
104
2
0
0
services
married
experience
no
yes
no
cellular
aug
mon
nonexistent
0
31
71
16
0
0
technician
single
professional.course
no
no
no
cellular
aug
fri
nonexistent
0